How do you unlock purity forest on Pokemon Red rescue team?

You can't unlock Purity Forest in Pokemon Red Rescue Team.

Purity Forest is a location found in Pokemon Mystery Dungeon: Red Rescue Team, not in Pokemon Red Rescue Team.

The two games are different, even though they have similar titles!